公开(公告)号：US11868759B2

公开(公告)日：2024-01-09

申请号：US17545801

申请日：2021-12-08

Applicant: Advanced Micro Devices, Inc.

Inventor： Amit Ben-Moshe ,  Ian Charles Colbert

IPC: G06F8/65 ,  G06T15/00 ,  G06N20/00 ,  G06F8/51 ,  G06F8/41

CPC classification number: G06F8/65 ,  G06F8/443 ,  G06F8/51 ,  G06N20/00 ,  G06T15/005

Abstract: Shader source code performance prediction is described. In accordance with the described techniques, an update to shader source code for implementing a shader is received. A prediction of performance of the shader on a processing unit is generated based on the update to the shader source code. Feedback about the update is output. The feedback includes the prediction of performance of the shader. In one or more implementations, generating the prediction of performance of the shader includes compiling the shader source code with the update to generate a representation of the shader, inputting the representation of the shader to one or more machine learning models, and receiving the prediction of performance of the shader as an output from the one or more machine learning models.